MODEL REGRESI LOGISTIK MULTINOMIAL UNTUK MEMPREDIKSI PELUANG PEMILIHAN PROGRAM STUDI MATEMATIKA FMIPA, NON-MATEMATIKA FMIPA, DAN MATEMATIKA FKIP

NABILA, ADZRA AFIIFAH and Sukanda, Dian Cahyawati and Dwipurwani, Oki (2025) MODEL REGRESI LOGISTIK MULTINOMIAL UNTUK MEMPREDIKSI PELUANG PEMILIHAN PROGRAM STUDI MATEMATIKA FMIPA, NON-MATEMATIKA FMIPA, DAN MATEMATIKA FKIP. Undergraduate thesis, Sriwijaya University.

	Text RAMA_44201_08011282126054.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (1MB) | Request a copy
	Text RAMA_44201_08011282126054_TURNITIN.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (8MB) | Request a copy
	Text RAMA_44201_08011282126054_0021037302_0028047201_01_front_ref.pdf - Accepted Version Available under License Creative Commons Public Domain Dedication. Download (724kB)
	Text RAMA_44201_08011282126054_0021037302_0028047201_02.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (214kB) | Request a copy
	Text RAMA_44201_08011282126054_0021037302_0028047201_03.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (71kB) | Request a copy
	Text RAMA_44201_08011282126054_0021037302_0028047201_04.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (496kB) | Request a copy
	Text RAMA_44201_08011282126054_0021037302_0028047201_05.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (73kB) | Request a copy
	Text RAMA_44201_08011282126054_0021037302_0028047201_06_ref.pdf - Bibliography Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (159kB) | Request a copy
	Text RAMA_44201_08011282126054_0021037302_0028047201_07_lamp.pdf - Accepted Version Restricted to Repository staff only Available under License Creative Commons Public Domain Dedication. Download (690kB) | Request a copy

Abstract

The data on the interest in the Mathematics program at FMIPA, Non-Mathematics programs at FMIPA, and the Mathematics program at FKIP at Sriwijaya University over the past five years shows a decline in the number of applicants. This study aims to develop a moodel and identify the factors influencing the decrease in interest in selecting the Mathematics program at FMIPA, Non-Mathematics programs at FMIPA, and the Mathematics program at FKIP using the Multinomial Logistic Regression method. The multinomial logistic regression model obtained from this study is π_1 (x)=(〖exp⁡g〗_1 (x))/(1+expg_1 (x)++expg_2 (x)),π_2 (x)=(〖exp⁡g〗_2 (x))/(1+expg_1 (x)++expg_2 (x)),π_3 (x)=1-P1-P2, dengan nilai g_1 (x)=-1,607+1,940x_2 (1)-0,186x_2 (2)+0,039x_5 (1)+0,320x_5 (2)+1,246x_6 (1)+0,616x_6 (2)+1,437x_7 (1)+1,980x_7 (2)-3,727x_9 (1)-0,770x_9 (2)+0,918x_10 (1)0,447x_10 (2)+0,317x_14 (1)-0,673x_14 (2)+0,017x_15 (1)+0,116x_15 (2) dan nilai g_2 (x)=1,719-0,683x_2 (1)-0,490x_2 (2)+2,148x_5 (1)+1,680x_5 (2)+0,771x_6 (1)-1,062x_6 (2)+2,116x_7 (1)+2,468x_7 (2)+0,510x_9 (1)+0,094x_9 (2)-2,594x_10 (1)0,787x_10 (2)-2,347x_14 (1)-0,424x_14 (2)-0,294x_15 (1)1,510x_15 (2). The factors influencing the selection of study programs are learning motivation〖(X〗_2), enjoyment of mathematics〖(X〗_5), family environment(X_6), peers〖(X〗_7), program branding〖(X〗_9), alumni〖(X〗_10), campus environment〖(X〗_14), and education costs〖(X〗_15). The model's classification accuracy is 81.8%, indicating that the model is effective in making predictions.

Item Type:	Thesis (Undergraduate)
Uncontrolled Keywords:	Peminat Program Studi, Matematika FMIPA, Non-Matematika FMIPA, Matematika FKIP, Analisis Regresi Logistik Multinomial.
Subjects:	Q Science > QA Mathematics > QA273-280 Probabilities. Mathematical statistics
Divisions:	08-Faculty of Mathematics and Natural Science > 44201-Mathematics (S1)
Depositing User:	Adzra Afiifah Nabila
Date Deposited:	21 Jan 2025 04:15
Last Modified:	21 Jan 2025 04:15
URI:	http://repository.unsri.ac.id/id/eprint/165966

Actions (login required)

View Item